The sunlight seemed to mock her as she spotted the bear. There, nestled amongst some chipped teacups and a rusty gardening trowel, lay Pip, her once beloved. She felt a cold wave wash over her, followed by a tremor that made her hands shake. *How dare they.*

She recognized the embroidered heart on his tummy; she remembered painstakingly stitching it herself. Now, he was displayed as mere yard sale fodder. This was a betrayal of a sacred bond, a violation of something precious.

She pointed a trembling finger at the woman behind the table. "You... you don't understand," she began, the words catching in her throat. Her eyes welled. "This isn't just a *toy*." The woman, sensing the intensity, simply shrugged.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260